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Alpha This system is experimental. Scores and classifications are early-stage research and may be unreliable. Methodology → |
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Model Comparison
| Model | Editorial | Structural | Class | Conf | SETL | Theme | | @cf/meta/llama-4-scout-17b-16e-instruct lite | ND | ND | — | 0.87 | — | — | | @cf/meta/llama-3.3-70b-instruct-fp8-fast lite | ND | ND | — | 0.90 | — | — | | @cf/meta/llama-4-scout-17b-16e-instruct lite | 0.00 | ND | Neutral | 1.00 | 0.00 | Energy Efficiency | | @cf/meta/llama-3.3-70b-instruct-fp8-fast lite | 0.00 | ND | Neutral | 0.90 | 0.00 | Sustainable Energy | | google/gemma-3-27b-it:free lite | ND | ND | — | — | — | — | | openai/gpt-oss-120b:free lite | ND | ND | — | — | — | — | | qwen/qwen3-coder:free lite | ND | ND | — | — | — | — | | Section | @cf/meta/llama-4-scout-17b-16e-instruct lite | @cf/meta/llama-3.3-70b-instruct-fp8-fast lite | @cf/meta/llama-4-scout-17b-16e-instruct lite | @cf/meta/llama-3.3-70b-instruct-fp8-fast lite | google/gemma-3-27b-it:free lite | openai/gpt-oss-120b:free lite | qwen/qwen3-coder:free lite | | Preamble | ND | ND | ND | ND | ND | ND | ND | | Article 1 | ND | ND | ND | ND | ND | ND | ND | | Article 2 | ND | ND | ND | ND | ND | ND | ND | | Article 3 | ND | ND | ND | ND | ND | ND | ND | | Article 4 | ND | ND | ND | ND | ND | ND | ND | | Article 5 | ND | ND | ND | ND | ND | ND | ND | | Article 6 | ND | ND | ND | ND | ND | ND | ND | | Article 7 | ND | ND | ND | ND | ND | ND | ND | | Article 8 | ND | ND | ND | ND | ND | ND | ND | | Article 9 | ND | ND | ND | ND | ND | ND | ND | | Article 10 | ND | ND | ND | ND | ND | ND | ND | | Article 11 | ND | ND | ND | ND | ND | ND | ND | | Article 12 | ND | ND | ND | ND | ND | ND | ND | | Article 13 | ND | ND | ND | ND | ND | ND | ND | | Article 14 | ND | ND | ND | ND | ND | ND | ND | | Article 15 | ND | ND | ND | ND | ND | ND | ND | | Article 16 | ND | ND | ND | ND | ND | ND | ND | | Article 17 | ND | ND | ND | ND | ND | ND | ND | | Article 18 | ND | ND | ND | ND | ND | ND | ND | | Article 19 | ND | ND | ND | ND | ND | ND | ND | | Article 20 | ND | ND | ND | ND | ND | ND | ND | | Article 21 | ND | ND | ND | ND | ND | ND | ND | | Article 22 | ND | ND | ND | ND | ND | ND | ND | | Article 23 | ND | ND | ND | ND | ND | ND | ND | | Article 24 | ND | ND | ND | ND | ND | ND | ND | | Article 25 | ND | ND | ND | ND | ND | ND | ND | | Article 26 | ND | ND | ND | ND | ND | ND | ND | | Article 27 | ND | ND | ND | ND | ND | ND | ND | | Article 28 | ND | ND | ND | ND | ND | ND | ND | | Article 29 | ND | ND | ND | ND | ND | ND | ND | | Article 30 | ND | ND | ND | ND | ND | ND | ND | | Summary ~lite Penn State researchers develop a flexible device that converts wasted heat into electricity.
Lite evaluation by llama-4-scout-wai-psq · editorial channel only · no per-section breakdown available
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Longitudinal
· 6 evals | |
Audit Trail
15 entries | 2026-03-05 16:26 | eval_success | PSQ evaluated: g-PSQ=0.440 (3 dims) | - - | | 2026-03-05 16:26 |
eval
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Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) | | | 2026-03-05 16:23 | eval_success | PSQ evaluated: g-PSQ=0.482 (3 dims) | - - | | 2026-03-05 16:23 |
eval
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Evaluated by llama-3.3-70b-wai-psq: +0.48 (Moderate positive) 0.00 | | | 2026-03-05 16:18 | eval_success | PSQ evaluated: g-PSQ=0.482 (3 dims) | - - | | 2026-03-05 16:18 |
eval
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Evaluated by llama-3.3-70b-wai-psq: +0.48 (Moderate positive) | | | 2026-02-28 11:14 | rater_validation_warn | Lite validation warnings for model llama-4-scout-wai: 0W 1R | - - | | 2026-02-28 11:14 | eval_success | Lite evaluated: Neutral (0.00) | - - | | 2026-02-28 11:14 |
eval
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Evaluated by llama-4-scout-wai: 0.00 (Neutral) | | | reasoning ED neutral tech research | | 2026-02-28 11:13 | eval_success | Lite evaluated: Neutral (0.00) | - - | | 2026-02-28 11:13 |
eval
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Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00 | | | reasoning Research news with neutral tone | | 2026-02-28 11:13 | rater_validation_warn | Lite validation warnings for model llama-3.3-70b-wai: 0W 1R | - - | | 2026-02-28 11:08 | rater_validation_warn | Lite validation warnings for model llama-3.3-70b-wai: 0W 1R | - - | | 2026-02-28 11:08 | eval_success | Lite evaluated: Neutral (0.00) | - - | | 2026-02-28 11:08 |
eval
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Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) | | | reasoning Research news with neutral tone | | |
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